"The data shows that witch-hunts took off only after the Reformation in 1517, following the rapid spread of Protestantism. Leeson and Russ argue that, for the first time in history, the Reformation presented large numbers of Christians with a religious choice: stick with the old church or switch to the new one. 'And when churchgoers have religious choice, churches must compete,' they say."